Safety & oversight

Five Essential Safeguards.

The prototype drafts work. Our protection framework is designed to support review.

Specialized oversight roles

Five connected layers describe the oversight architecture. A described responsibility is not a claim that every control is already enforced in code.

01 · Compliance

18 Guardians with defined review responsibilities, designed to flag sensitive work for appropriate approval.

Guardians: 18 Compliance Reviewers
18 rolesBuilt · not yet in app

02 · Quality and Honesty

MAX is designed to provide independent evaluation and scoring. Evaluator independence and technical score-integrity enforcement are distinct; enforcement awaits verified implementation status.

MAXBuilt · not yet in app

03 · Security Review

Techno is designed for architecture, security and privacy reviews and technical plans. MARSHALL is the AI security Guardian.

TechnoBuilt or designed*MARSHALLBuilt · not yet in app

04 · Attack Testing

RED is designed to deliberately test the workforce through authorized challenges to help identify weaknesses before release.

REDBuilt · not yet in app

05 · Approval Rules

The human-control framework is designed to govern consequential actions such as sending, publishing, paying or committing. Technical approval enforcement awaits verified testing.

Planned

The 18 Guardians

Eighteen specialized reviewers designed to stand between the team's work and your decisions, to review sensitive work, flag concerns and escalate decisions to people. Their enforcement controls are not yet verified as operational.

Review sensitive work

Each Guardian is designed with its own review responsibility, so sensitive work can be examined by the right reviewer.

Guardians: 18 Compliance Reviewers
18 rolesBuilt · not yet in app

Flag concerns

Designed to raise weak evidence, compliance questions and risky recommendations before a result reaches you.

Guardians: 18 Compliance Reviewers
18 rolesBuilt · not yet in app

Route to human approval

Designed so matters that need a decision go to a person. AI Team One is designed to prevent unauthorized external sends, financial transactions, trades, signatures and bookings; these safeguards are not yet verified as code-enforced.

Planned

Work alongside MAX, Techno and RED

The Guardians include MARSHALL for AI security. Independent evaluation, technology and security review, and red-team testing have separate roster roles.

MAXBuilt · not yet in appTechnoBuilt or designed*REDBuilt · not yet in app
Guardians: 18 Compliance Reviewers
18 rolesBuilt · not yet in app

The complete vision

The Customer Remains in Control.

Human approval checkpoints

Designed so people review consequential decisions. Proposed multi-step approvals are not presented as fully installed.

Planned

Draft-first execution

The prototype is read-and-draft only. Nothing is sent, posted, purchased or booked.

Source and evidence review

Designed to support review of evidence and important claims before a person relies on a result.

Planned

Defined agent permissions

Designed to define role boundaries and responsibilities, not unrestricted tool access.

Planned

Independent grading

Evaluation is designed to be separate from authorship. Technical score protection remains subject to verification.

MAXBuilt · not yet in app

Emergency Shutdown (in preview)

Built so the owner can pause new tasks with one control. A step already running finishes before the pause takes effect. Testing is ongoing.

Available in preview

Logging and review controls

Designed to support activity records and incident review within the intended control framework.

Planned

A prototype, not a certification claim

Testing and verification

AI Team One is in pre-launch development. No SOC 2, HIPAA, ISO certification or independently verified penetration-test result is claimed.

Synthetic test data only

Do not enter real business, financial, medical or client information into this early prototype.

Now in prototype · Pre-launch

Explore How the Team Works

Explore How the Team Works